01763nam a2200349 a 4500 vtls000079391 MTX 160715 001 0 eng d 9781627052573 9781627052580 201607151144 staff 201605041227 admin eng Ebook Barbieri, Nicola. 115907 Probabilistic approaches to recommendations/ [electronic resource] / . Morgan & Claypool Publishers, 2014. 199 p. Chapter, Lesson, Part Chapter 1: The Recommendation Process. Chapter, Lesson, Part Chapter 2: Probabilistic Models for Collaborative Filtering. Chapter, Lesson, Part Chapter 3: Bayesian Modeling. Chapter, Lesson, Part Chapter 4: Exploiting Probabilistic Models. Chapter, Lesson, Part Chapter 5: Contextual Information. Chapter, Lesson, Part Chapter 6: Social Recommender Systems. Chapter, Lesson, Part Chapter 7: Conclusions. Cover, Title,Probabilistic approaches to recommendations--Preface, Introduction, TOC,Synthesis Lectures on Data Mining and Knowledge Discovery--Preface, Introduction, TOC,Abstract; Keywords--Preface, Introduction, TOC,Contents--Preface, Introduction, TOC,Preface--References, Appendix, Index,Appendix A: Parameter Estimation and Inference--References, Appendix, Index,Bibliography--References, Appendix, Index,Authors' Biographies. Computers, Databases, Data Mining 115908 Manco, Giuseppe 115909 Ritacco, Ettore. 115910 http://portal.igpublish.com/iglibrary/search/MCPB0000670.html 10 75940 75940